Stealing Management Lessons from Artificial Intelligence - TDC14

Meri Williams, ChromeRose @Geek_Manager

STEALING MANAGEMENT LESSONS FROM ARTIFICIAL INTELLIGENCE

Thinking Digital Newcastle, May 2014


http://www.flickr.com/photos/kodomut/3667608102/


Artificial Intelligence

Project Management

MY RESEARCH WAS IN THIS INTERSECTION


PM THOUGHT PROBLEM WAS LACK OF HUMAN COMPLIANCE…

BUT AI SHOWED THE BASE APPROACH WAS FLAWED


ENABLING AGENTS TO MAKE DECISIONS AND ACT INDEPENDENTLY BUT ALWAYS TOWARDS A COMMON GOAL LEADS TO COMPLEX,

SUCCESSFUL ACTION


(SOUNDS A LOT LIKE AGILE, DOESN’T IT?)


WE ALL HATE BAD BOSSES

WE DESCRIBE THEM AS• Clueless• Empty suits• Pointless• Seagulls


https://twitter.com/Caterina/status/6715084157


GOOD MANAGERS ARE BULLSHIT UMBRELLAS.

BUT THEY ARE ALSO A LOT MORE THAN THAT.


Traditional management beliefs are a pile of crap

http://commons.wikimedia.org/wiki/File:Elephant_Dung.JPG


WHAT DOES WORK?Sooo….


ENABLING AGENTS TO MAKE DECISIONS AND ACT INDEPENDENTLY BUT ALWAYS TOWARDS A COMMON GOAL LEADS TO COMPLEX,

SUCCESSFUL ACTION


Across industries, across countries, the best performing teams

answer certain questions positively


Predictors of High Performance

1. Do I know what is expected of me at work?2. Do I have the materials & equipment I need to do my work right?3. At work, do I have the opportunity to do what I do best every day?4. In the last 7 days, have I received recognition or praise for good work?5. Does my supervisor, or someone at work, seem to care about me as a person?6. Is there someone at work who cares about my development?7. At work, do my opinions seem to count?8. Does the mission/purpose of my company make me feel like my work is important? 9. Are my co-workers committed to doing quality work?10. Do I have a best friend at work?11. In the last 6 months, have I talked with someone about my development?12. At work, have I had opportunities to learn and grow?


UNDERSTAND MOTIVATION• Purpose• Autonomy• Mastery


MOTIVATION =+ PURPOSE (Do I believe in WHY?) + AUTONOMY (Do I get a say in WHAT?) + MASTERY (Am I proud of HOW?)

- ANY NEGATIVE FACTORS THAT DETRACT


Predictors of High Performance (remix)PURPOSE• Does the mission/purpose of

my company make me feel like my work is important?

AUTONOMY• Do I know what is expected of

me at work?• At work, do my opinions seem

to count?

MASTERY• Do I have the materials & equipment I need to do my

work right?• At work, do I have the opportunity to do what I do

best every day?• Is there someone at work who cares about my

development?• Are my co-workers committed to doing quality work?• In the last 6 months, have I talked with someone

about my development?• At work, have I had opportunities to learn and grow?


And What Else?OTHER FACTORS:• In the last 7 days, have I received recognition or praise for good work?• Does my supervisor, or someone at work, seem to care about me as a person?• Do I have a best friend at work?

ESSENTIALLY, AM I RESPECTED & REWARDED HERE? CAN I BE MYSELF AND SUCCEED HERE?

I CALL THIS INCLUSION.


CREATE SPACE FOR YOUR PEOPLE TO BE THE BEST THEY CAN BE

Your job as a manager…


FIND & SHAPE SPACE WHERE YOU CAN BE THE BEST YOU CAN BE

Maybe you’re not a manager. As an individual, you need to…


As An Individual, Ask Yourself• Do I believe in WHY we are doing this

work? • How can I shape WHAT we/I do here? • How am I getting better at HOW I do

things? • Do I BELONG HERE?

(PURPOSE)

(AUTONOMY)(MASTERY)

(INCLUSION)


As A Manager, Ask Yourself• Do my people know WHY we are doing this? • Do my people get a say in the WHAT? In doing

the right thing?• Do my people get opportunities to do the

thing right? And to get better at the HOW?• Do we do a good job of making all our

different people feel included & like they BELONG HERE?

(PURPOSE)

(AUTONOMY)

(MASTERY)

(INCLUSION)


SO WHAT’S NEEDED FOR SPACE TO BE AWESOME?


PROTECT PURPOSE

BE A TRANSLATOR – MAKE PURPOSE, STRATEGY & DIRECTION MAKE SENSE

CONNECT WHAT PEOPLE ARE DOING (AND CAN DO!) TO OVERALL IMPORTANT PURPOSE


ENABLE AUTONOMY & MASTERY


CLUE / SKILLS MATRIX


http://www.flickr.com/photos/8250578@N06/8625641442/


http://www.flickr.com/photos/provoost/2246718091/


SKILL DEVELOPMENT


DELIBERATE PRACTICE• You must be motivated to attend to the task and exert effort to improve

your performance.

• The design of the task should take into account your pre-existing knowledge so that the task can be correctly understood after a brief period of instruction.

• You should receive immediate informative feedback and knowledge of results of your performance.

• You should repeatedly perform the same or similar tasks.


IS YOUR WORK DESIGNED IN A WAY THAT MAKES IT EFFECTIVE DELIBERATE PRACTICE?

Ask yourself…


HELP PEOPLE FIND COACHES AND MENTORS TO HELP THEM BE SUCCESSFUL IN THEIR OWN WAY


What’s the Difference?A MENTOR is someone with more experience either generally or in a specific area, who can give you advice. Often on big, long term topics.

A COACH is someone who is helping you to find the best way forward based on what you already know. Usually more immediate focus.


CULTIVATING INCLUSION• If you’ve got Purpose, Autonomy & Mastery,

then what else matters?• Making sure that all different kinds of people

are able to succeed as themselves, authentically, is what cultivating inclusion is about.


The Most Important QuestionBest predictor of recruitment AND retention? Someone’s ability to agree with:

“Someone like me can be successful here”


SWEAT THE “SMALL” STUFFAutonomy, mastery & purpose can’t overrule or

compensate for poor tools / environment / lack of inclusion / lack of caring forever


SPACE TO BE AWESOME = + PURPOSE (Do I believe in WHY?) + AUTONOMY (Do I get a say in WHAT?) + MASTERY (Am I proud of HOW?)+ INCLUSION (Do I BELONG HERE?)

- ANY NEGATIVE FACTORS THAT DETRACT


GO! FIND/SHAPE/MAKE SPACE

BE AWESOMEBE INCLUSIVE

And thank you for listening Any questions?

Stealing Management Lessons from Artificial Intelligence - TDC14

Leadership & Management

Transcript of Stealing Management Lessons from Artificial Intelligence - TDC14